mercredi 11 juin 2025

The relationship between Arduino and Artificial Intelligence (AI)

 




The relationship between Arduino and Artificial Intelligence (AI) has become increasingly important as smart embedded systems become more common. Here's how they relate:


🔌 1. Arduino as a Data Collector for AI

Arduino boards (like Uno, Nano, or ESP32) are often used to gather real-world data from sensors:

  • Examples:

    • Temperature, humidity, or gas sensors

    • Light, motion, and distance sensors

    • Audio and image (via external modules)

🧠 The data collected can then be:

  • Sent to a more powerful system (e.g., Raspberry Pi, PC, or cloud) to be processed with AI models.

  • Used to train models for later use or make real-time decisions.


🤖 2. Arduino Running Lightweight AI Models

Some optimized or quantized AI models can be deployed directly on microcontrollers:

  • Platforms and Tools:

    • TinyML (Tiny Machine Learning) → Run ML models on microcontrollers

    • TensorFlow Lite for Microcontrollers (TFLM)

    • Edge Impulse → Cloud-based tool to train and deploy models on microcontrollers

  • Examples:

    • Voice command recognition ("yes", "no")

    • Gesture recognition with accelerometers

    • Anomaly detection in machines

📍Boards that support AI better:

  • Arduino Nano 33 BLE Sense

  • ESP32 (with enough RAM and processing speed)


🌐 3. Arduino as an Interface for AI Systems

Arduino can also be the “actuator” or interface for an AI system running elsewhere:

  • AI runs on a PC/cloud and sends commands to Arduino to control:

    • Motors (robot arms)

    • Lights, buzzers, displays

    • Home automation (IoT)


💡 Example Projects

  • Smart fan that turns on/off based on temperature + voice commands

  • Plant watering system using moisture sensors + predictive models

  • Facial recognition system where Arduino controls access based on camera + AI model results

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